* Log with prefix

* Fix test of loggerhook

* minor refine

* minor refine

* Fix unit test

* clean the code

* deepcopy in method

* replace regex

* Fix as comment

* Enhance readable

* rename reserve_prefix to remove_prefix

* Fix as comment

* Refine unit test

* Adjust sequence

* clean the code

* clean the code

* revert renaming reserve prefix

* Count the dataloader length in _get_dataloader_size

* enable compile configurations to support torch.compile in Runner

* enable compilation in train, val and test

* fix as comments

* add docstring to illustrate usage

* minor refine error message

* add unittests

* fix ut skip

* add logging message to inform users

* compile `train_step`, `val_step`, `test_step` instead

* fix as comments

* revert to compile `train_step` only due to pt2 issue

* add documentation about torch.compile

* [Fix] Fix repeated warning

* Add type hint

* Fix unit test

* Rename recorder_dict to seen

* Fix as comment

* [Fix]Silence error when ManagerMixin built duplicate name instance

* [Fix]Silence error when ManagerMixin built duplicate name instance

* Update mmengine/utils/manager.py

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

---------

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Support calculate the flops of matmul

* Remove unnecessary type ignore

* Update mmengine/analysis/jit_handles.py

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

---------

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* translate random_seed init

* try fix lint err

* update en/index.rst

* translate zhihu answer

* Update docs/en/common_usage/set_random_seed.md

* Update docs/en/common_usage/set_random_seed.md

* Update docs/en/common_usage/set_random_seed.md

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* Update docs/en/common_usage/set_random_seed.md

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* Update docs/en/common_usage/set_random_seed.md

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* Update docs/en/common_usage/set_random_seed.md

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* Update docs/en/common_usage/set_random_seed.md

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* Update docs/en/common_usage/set_random_seed.md

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* Update docs/en/common_usage/set_random_seed.md

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* Update docs/en/common_usage/set_random_seed.md

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* reorg last part

* minor refine

* Update set_random_seed.md

* fix lint

---------

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Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>
Co-authored-by: Qian Zhao <112053249+C1rN09@users.noreply.github.com>
Co-authored-by: zhouzaida <zhouzaida@163.com>

* add memory in other log

* fix

* fix

* keep empty line

* [Enhancement] Add FUNCTIONS Registry

* Refine as comment

* clean the code

* Replace warning with print_log

* Add comments for testing warning

* [Feature] EarlyStoppingHook

* delete redundant line

* Assert stop_training and rename tests

* Fix UT

* rename `metric` to `monitor`

* Fix UT

* Fix UT

* edit docstring on patience

* Draft for new code

* fix ut

* add test case

* add test case

* fix ut

* Apply suggestions from code review

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Apply suggestions from code review

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* Append hook

* Append hook

* Apply suggestions

* Update suggestions

* Update mmengine/hooks/__init__.py

* fix min_delta

* Apply suggestions from code review

* lint

* Apply suggestions from code review

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* delete save_last

* infer rule more robust

* refine unit test

* Update mmengine/hooks/early_stopping_hook.py

---------

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>
Co-authored-by: zhouzaida <zhouzaida@163.com>
Co-authored-by: HAOCHENYE <21724054@zju.edu.cn>

* add model analysis eng doc

* fix doc style

* add link in index.rst

* fix

* fix

* fix

* rename file

* fix

* support bf16 in AmpOptimWrapper

* add docstring

* modify docs

* add unittests for bf16 in AmpOptimWrapper

* fix type

* fix to pass ci

* fix ut skip logic to pass ci

* fix as comment

* add type hints

* fix docstring and add warning information

* remove check for pytorch>=1.6 in unittest

* modify unittest

* modify unittest

* remove torch.float32 && torch.float64 from valid dtypes

* fix as comments

* minor refine docstring

* fix unittest parameterized to pass CI

* fix unittest && add back torch.float32, torch.float64

* add english docs

* fix superlink

* fix

* fix

* Add a document about setting interval.

Add a document about Setting the Frequency of Logging, Weight Saving, and Validation.

* Update set_interval.md

Fixed a small bug in the hyperlink.

* Update set_interval.md

Fixed the wrong hyperlink

* Update with pre-commit.

* Update docs/en/common_usage/set_interval.md

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* Update docs/en/common_usage/set_interval.md

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* Update docs/en/common_usage/set_interval.md

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update docs/en/common_usage/set_interval.md

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* Update docs/en/common_usage/set_interval.md

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* Update docs/en/common_usage/set_interval.md

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* Update docs/en/common_usage/set_interval.md

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* Update docs/en/common_usage/set_interval.md

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update docs/en/common_usage/set_interval.md

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update docs/en/common_usage/set_interval.md

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update docs/en/common_usage/set_interval.md

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update docs/en/common_usage/set_interval.md

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update index.rst

Added: common_usage/set_interval.md

---------

Co-authored-by: YuetianW <wangyuetian@supermicro.dscvlab.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* update version

* Update change log

* Fix as comment

* Add link to username

* Refine

* Adjust highlight sequence

* Fix as comment

* Fix error format in changelog

* delete chinese changelog

* remove link

* Adjust highlight sequence

* Support get config from model-index without installing downstream repo

* Rename _get_models_from_package to _get_models_from_config_dir

* adjust priority

* Fix as comment

* Refine exception

* Replace osp.xxx with fileio.xxx

* Refine as comment

* Revert "Replace osp.xxx with fileio.xxx"

This reverts commit 6aed9b2e88f5cf98614772ddbd89ccad22fa7d2f.

* replace fileio with osp

* fix

* Fix as comment

* [Enhancement] Clear UT warning caused by pytest

* revert some changes for unittest

* revert

* update

* clear a numpy warning

* Update tests/test_visualizer/test_vis_backend.py

* fix a warning

* Make sure Tensors to cast is contiguous

* simplify

---------

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* temporarily fix `collect_env` raise errors and stops programs

* remove the final catch block

* Refacot ema hook unit test

* Refacot ema hook unit test

* Enhance test_after_load_checkpoint

* refine error messsage

* Refine as comment

---------

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

Fix unit test

* Refactor unit test of param_schemeduler hook

* Refactor unit test of param_schemeduler hook

* Refactor RuntimeInfoHook

* Fix as comment

* Refactor unit test of DistSamplerSeedHook

* rename the case

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Refactor iter_timer_hook

* Refactor iter_timer_hook

* test EmptyCacheHook with runner

* Add coments

* refactor base hooks

* Fix CI

* fix typo

* [Docs] Add debug skills

* minor fix

* refine

* rename debug_skills to debug_tricks

* refine

* Update docs/en/common_usage/debug_tricks.md

* [Docs] Count FLOPs and parameters

* add the doc to index.rst

* fix table in HTML

* fix

* fix

* fix indent

* refine

* Add epoch 2 iter

* Add epoch 2 iter

* Refine chinese docs

* Add example for training CIFAR10 by iter

* minor refine

* Fix as comment

* Fix as comment

* Refine description

* Fix as comment

* minor refine

* Refine description

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Translate to en

* Adjust indent

---------

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Feature NPUProfilerHook

* Feature NPUProfilerHook

* Refine the repr of Registry

* fix ut

* fix ut